Live Learning Path
AI Journey Interactive Map
Your real-time visual cosmos: track which concepts you've mastered, what you're actively reading, and where to venture next.
Overall Learning Mastery
0%
0
Topics Mastered
1
In Progress
9
Core Stages
35
Key Concepts
01
Stage 01 · Foundations: Tokens & Vector Spaces
Discrete symbols converted to continuous high-dimensional geometric representations.
2 / 2 Topics
02
Stage 02 · Attention Mechanisms
Query, Key, Value routing and contextual dynamic representation.
0 / 2 Topics
05
Stage 05 · RAG & Vector Databases
External grounding, dense retrieval, re-ranking, and contextual injection.
0 / 3 Topics
06
Stage 06 · Agents, Tools & Model Context Protocol (MCP)
Autonomous loops (ReAct, Planning), tool execution, and MCP standard servers.
0 / 3 Topics
08
Stage 08 · CoT Reasoning & Reinforcement Learning (RLHF)
Extended thinking models (o1/DeepSeek R1), DPO, PPO, and Process Reward Models.
0 / 3 Topics
09
Stage 09 · Frontier Architectures: MoE & Diffusion
Sparse Mixture of Experts (Mixtral/DeepSeek), Vision Transformers (ViT), and Diffusion.
0 / 4 Topics